backend/ai/learning/__init__.py

"""
Self-Learning Adaptive Adversarial System

A production system that learns from past evaluation data to improve future attacks.
Uses real historical results to identify weaknesses and optimize attack strategies.
"""

from .memory_store import MemoryStore, AttackRecord, PatternMetrics, get_memory_store
from .pattern_analyzer import PatternAnalyzer, get_pattern_analyzer
from .learning_engine import LearningEngine, LearningInsight, AttackStrategy, get_learning_engine
from .attack_optimizer import AttackOptimizer, OptimizedAttackConfig, get_attack_optimizer

__version__ = "1.0.0"
__author__ = "AegisLM Team"

# Export main classes and functions
__all__ = [
    # Core classes
    "MemoryStore",
    "PatternAnalyzer", 
    "LearningEngine",
    "AttackOptimizer",
    
    # Data structures
    "AttackRecord",
    "PatternMetrics",
    "LearningInsight",
    "AttackStrategy",
    "OptimizedAttackConfig",
    
    # Factory functions
    "get_memory_store",
    "get_pattern_analyzer", 
    "get_learning_engine",
    "get_attack_optimizer"
]